Inspired by the work of [1]} we decided to consider subsampling methods, also known as Nyström approaches, for our experimentation. In [1]} they effectively managed to reduce the memory and time requirement by making use of this subsampling approach. In particular, they tested the interplay between the regularization and the subsampling parameter in order to achieve regularization and a better performance without loosing precision. More details to follow.
